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Learning to Generate Code Comments from Class Hierarchies


Apr 17, 2021
Jiyang Zhang, Sheena Panthaplackel, Pengyu Nie, Raymond J. Mooney, Junyi Jessy Li, Milos Gligoric


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Paragraph-level Simplification of Medical Texts


Apr 12, 2021
Ashwin Devaraj, Iain J. Marshall, Byron C. Wallace, Junyi Jessy Li

* NAACL 2021 

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Did they answer? Subjective acts and intents in conversational discourse


Apr 09, 2021
Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk

* NAACL 2021 

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Roosterize: Suggesting Lemma Names for Coq Verification Projects Using Deep Learning


Mar 01, 2021
Pengyu Nie, Karl Palmskog, Junyi Jessy Li, Milos Gligoric

* Accepted in International Conference on Software Engineering, Demonstrations Track (ICSE-DEMO 2021) 

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My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism


Dec 27, 2020
Swapnil Parekh, Yaman Kumar Singla, Changyou Chen, Junyi Jessy Li, Rajiv Ratn Shah


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Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification


Oct 20, 2020
Neha Srikanth, Junyi Jessy Li


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Help! Need Advice on Identifying Advice


Oct 06, 2020
Venkata Subrahmanyan Govindarajan, Benjamin T Chen, Rebecca Warholic, Katrin Erk, Junyi Jessy Li

* EMNLP 2020 

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Inquisitive Question Generation for High Level Text Comprehension


Oct 04, 2020
Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, Junyi Jessy Li

* EMNLP 2020 

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Deep Just-In-Time Inconsistency Detection Between Comments and Source Code


Oct 04, 2020
Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney


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Learning to Format Coq Code Using Language Models


Jun 18, 2020
Pengyu Nie, Karl Palmskog, Junyi Jessy Li, Milos Gligoric

* Accepted in the Coq Workshop 2020 

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Detecting Perceived Emotions in Hurricane Disasters


Apr 29, 2020
Shrey Desai, Cornelia Caragea, Junyi Jessy Li

* Accepted to ACL 2020; code available at https://github.com/shreydesai/hurricane 

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Assessing Discourse Relations in Language Generation from Pre-trained Language Models


Apr 28, 2020
Wei-Jen Ko, Junyi Jessy Li


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Learning to Update Natural Language Comments Based on Code Changes


Apr 28, 2020
Sheena Panthaplackel, Pengyu Nie, Milos Gligoric, Junyi Jessy Li, Raymond J. Mooney

* Accepted in Association for Computational Linguistics (ACL) 2020 

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Deep Generation of Coq Lemma Names Using Elaborated Terms


Apr 22, 2020
Pengyu Nie, Karl Palmskog, Junyi Jessy Li, Milos Gligoric

* Accepted in International Joint Conference on Automated Reasoning (IJCAR 2020). With Appendix 

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Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification


Apr 15, 2020
Hsin-Ping Huang, Junyi Jessy Li

* CoNLL 2019 

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Associating Natural Language Comment and Source Code Entities


Dec 13, 2019
Sheena Panthaplackel, Milos Gligoric, Raymond J. Mooney, Junyi Jessy Li

* Accepted in AAAI 2020 

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Discourse Level Factors for Sentence Deletion in Text Simplification


Nov 26, 2019
Yang Zhong, Chao Jiang, Wei Xu, Junyi Jessy Li

* AAAI-2020 Camera Ready version 

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Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis


Oct 28, 2019
Shrey Desai, Barea Sinno, Alex Rosenfeld, Junyi Jessy Li

* Accepted to EMNLP 2019 

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Evaluating Discourse in Structured Text Representations


Jun 10, 2019
Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk

* ACL 2019 

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Plain English Summarization of Contracts


Jun 02, 2019
Laura Manor, Junyi Jessy Li

* The first Workshop on Natural Legal Language Processing (NLLP) will be co-located with NAACL 2019 in Minneapolis, Minnesota, USA 

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From News to Medical: Cross-domain Discourse Segmentation


Apr 14, 2019
Elisa Ferracane, Titan Page, Junyi Jessy Li, Katrin Erk

* NAACL DISRPT Workshop 2019 

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Domain Agnostic Real-Valued Specificity Prediction


Nov 14, 2018
Wei-Jen Ko, Greg Durrett, Junyi Jessy Li

* The AAAI Conference on Artificial Intelligence 2019 
* AAAI 2019 camera ready 

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A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature


Jun 11, 2018
Benjamin Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain J. Marshall, Ani Nenkova, Byron C. Wallace

* ACL 2018 

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